mirror of
https://github.com/open-metadata/OpenMetadata.git
synced 2025-07-25 18:30:00 +00:00
0282574bdd
* Create ometa client once and pass it around & improve pycln config * Fix * Fix * Fix tests * Fix maven ci * Fix tests * Fix tests * Fix tests * Format * Fix DI
65 lines
2.0 KiB
Python
65 lines
2.0 KiB
Python
# Copyright 2021 Collate
|
|
# Licensed under the Apache License, Version 2.0 (the "License");
|
|
# you may not use this file except in compliance with the License.
|
|
# You may obtain a copy of the License at
|
|
# http://www.apache.org/licenses/LICENSE-2.0
|
|
# Unless required by applicable law or agreed to in writing, software
|
|
# distributed under the License is distributed on an "AS IS" BASIS,
|
|
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
|
# See the License for the specific language governing permissions and
|
|
# limitations under the License.
|
|
"""
|
|
Test Column Name Scanner
|
|
"""
|
|
from unittest import TestCase
|
|
|
|
from metadata.pii.scanners.ner_scanner import NERScanner
|
|
|
|
|
|
class NERScannerTest(TestCase):
|
|
"""
|
|
Validate various typical column names
|
|
"""
|
|
|
|
ner_scanner = NERScanner()
|
|
|
|
def test_scanner_none(self):
|
|
self.assertIsNone(self.ner_scanner.scan(list(range(100))))
|
|
self.assertIsNone(
|
|
self.ner_scanner.scan(
|
|
" ".split(
|
|
"Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nam consequat quam sagittis convallis cursus."
|
|
)
|
|
)
|
|
)
|
|
|
|
def test_scanner_sensitive(self):
|
|
self.assertEqual(
|
|
self.ner_scanner.scan(
|
|
[
|
|
"geraldc@gmail.com",
|
|
"saratimithi@godesign.com",
|
|
"heroldsean@google.com",
|
|
]
|
|
).tag_fqn,
|
|
"PII.Sensitive",
|
|
)
|
|
self.assertEqual(
|
|
self.ner_scanner.scan(
|
|
["im ok", "saratimithi@godesign.com", "not sensitive"]
|
|
).tag_fqn,
|
|
"PII.Sensitive",
|
|
)
|
|
|
|
def test_scanner_nonsensitive(self):
|
|
self.assertEqual(
|
|
self.ner_scanner.scan(
|
|
[
|
|
"Washington",
|
|
"Alaska",
|
|
"Netherfield Lea Street",
|
|
]
|
|
).tag_fqn,
|
|
"PII.NonSensitive",
|
|
)
|